{"id":"W4411672339","doi":"10.1097/01.tp.0001123760.74797.09","title":"3. Chronic Kidney Disease after Vascularized Composite Allotransplantation","year":2025,"lang":"en","type":"article","venue":"Transplantation","topic":"Organ and Tissue Transplantation Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Medicine; Kidney disease; Allotransplantation; Kidney; Surgery; Transplantation; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001457675,0.0002054248,0.0002548439,0.0003360344,0.0001155227,0.00004534753,0.00008742573,0.0000980258,0.0007548286],"category_scores_gemma":[0.000009230122,0.0001971487,0.0001526144,0.0004232034,0.00008371709,0.0001775351,0.000003705551,0.0002187657,0.0002202081],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001032478,"about_ca_system_score_gemma":0.0004461135,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004630048,"about_ca_topic_score_gemma":0.0000327288,"domain_scores_codex":[0.9984948,0.00008900575,0.000337614,0.0003614719,0.0004098256,0.0003072761],"domain_scores_gemma":[0.999198,0.00006392187,0.0000334988,0.0002513781,0.0001095479,0.0003437088],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.04926145,0.001235334,0.4388763,0.03548645,0.001943882,0.005167883,0.004566784,0.000388259,0.4303808,0.01239945,0.001567843,0.01872559],"study_design_scores_gemma":[0.01318523,0.000149188,0.9426023,0.001521236,0.001741463,0.00007401321,0.00002107111,0.0009042022,0.03554529,0.0003524796,0.003582102,0.000321415],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8549231,0.00235197,0.114906,0.01142409,0.000608312,0.002674453,0.0006473742,0.0006430458,0.01182168],"genre_scores_gemma":[0.9911774,0.002042892,0.0008200156,0.001195973,0.0001032402,0.0001263932,0.002094033,0.00002660555,0.002413386],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.503726,"threshold_uncertainty_score":0.8264844,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00937583337026826,"score_gpt":0.2924026028879742,"score_spread":0.2830267695177059,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}